{"id":"W2993492863","doi":"10.5770/cgj.22.387","title":"An Emerging Concern—High Rates of Frailty among Middle-aged and Older Individuals Living with HIV","year":2019,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Gerontology; Frailty Index; Demography; Cross-sectional study; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005489509,0.0002243001,0.0004482183,0.0005909586,0.0001736934,0.0001279994,0.0001949503,0.0001567012,0.0008593089],"category_scores_gemma":[0.000182329,0.0001952217,0.00005696152,0.0004047502,0.0001044572,0.0003696123,0.00002440622,0.0005888001,0.00001148087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993825,"about_ca_system_score_gemma":0.0009719969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009267302,"about_ca_topic_score_gemma":0.02175942,"domain_scores_codex":[0.9982529,0.00009635609,0.0004325481,0.0002806447,0.000397028,0.0005405313],"domain_scores_gemma":[0.9977645,0.0001517689,0.0003156935,0.000321335,0.0002493611,0.001197325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001101277,0.00002431603,0.9932957,0.0001088336,0.0001179233,0.0001010038,0.003011525,0.0001285443,0.0004204447,0.00003048638,0.001485686,0.001264583],"study_design_scores_gemma":[0.00210493,0.0003252067,0.99284,0.000703696,0.0001494737,0.00059937,0.001739486,0.0003156723,0.0002760658,0.0000365456,0.0006377958,0.0002717522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972829,0.0006584239,0.0001510463,0.000642759,0.0003238476,0.0003283376,0.00004937529,0.000016912,0.0005464614],"genre_scores_gemma":[0.9965788,0.00009507859,0.001839193,0.0002994242,0.0003560977,0.000003081032,0.00001704809,0.00005197704,0.0007593233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01249212,"threshold_uncertainty_score":0.9973301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366360109855498,"score_gpt":0.2617732123756404,"score_spread":0.2381096112770855,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}